{"id":"https://openalex.org/W4283397005","doi":"https://doi.org/10.1109/tele55498.2022.9801073","title":"Gamification of the Educational Process. The Use of Decision Trees to Analyze the Influence of Computer Game Genres on the Preference of School Subjects","display_name":"Gamification of the Educational Process. The Use of Decision Trees to Analyze the Influence of Computer Game Genres on the Preference of School Subjects","publication_year":2022,"publication_date":"2022-05-26","ids":{"openalex":"https://openalex.org/W4283397005","doi":"https://doi.org/10.1109/tele55498.2022.9801073"},"language":"en","primary_location":{"id":"doi:10.1109/tele55498.2022.9801073","doi":"https://doi.org/10.1109/tele55498.2022.9801073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tele55498.2022.9801073","pdf_url":null,"source":{"id":"https://openalex.org/S7407087953","display_name":"International Conference on Technology Enhanced Learning in Higher Education (TELE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 2nd International Conference on Technology Enhanced Learning in Higher Education (TELE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110463332","display_name":"Natalya Saraeva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210089287","display_name":"Lipetsk State Technical University","ror":"https://ror.org/006fh5g40","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210089287"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Natalya Saraeva","raw_affiliation_strings":["Lipetsk State Technical University, Lipetsk, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lipetsk State Technical University, Lipetsk, Russia","institution_ids":["https://openalex.org/I4210089287"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrey Saraev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrey Saraev","raw_affiliation_strings":["MBEI SCHOOL \u211633,Lipetsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MBEI SCHOOL \u211633,Lipetsk,Russia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072917679","display_name":"Anatoly Tselishchev","orcid":"https://orcid.org/0009-0005-2826-4045","observed_orcids":["https://orcid.org/0009-0005-2826-4045"]},"institutions":[{"id":"https://openalex.org/I4210089287","display_name":"Lipetsk State Technical University","ror":"https://ror.org/006fh5g40","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210089287"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anatoly Tselishchev","raw_affiliation_strings":["Lipetsk State Technical University, Lipetsk, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lipetsk State Technical University, Lipetsk, Russia","institution_ids":["https://openalex.org/I4210089287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"9","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gamification","display_name":"gamification","score":0.8980000019073486},{"id":"https://openalex.org/keywords/educational-games","display_name":"game-based learning","score":0.6029999852180481},{"id":"https://openalex.org/keywords/student-attitudes","display_name":"student attitudes","score":0.6380000114440918},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.703000009059906},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.7900000214576721},{"id":"https://openalex.org/keywords/age-differences","display_name":"age differences","score":0.8999999761581421},{"id":"https://openalex.org/keywords/teaching-effectiveness","display_name":"teaching effectiveness","score":0.4339999854564667}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7948821783065796},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6493308544158936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6357976794242859},{"id":"https://openalex.org/C3020701032","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Computer game","level":2,"score":0.49784374237060547},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4622039794921875},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.43645644187927246},{"id":"https://openalex.org/C2986849125","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer aided instruction","level":2,"score":0.4335390031337738},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37581074237823486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37456434965133667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21010729670524597},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14304593205451965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08224815130233765},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07015502452850342}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tele55498.2022.9801073","doi":"https://doi.org/10.1109/tele55498.2022.9801073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tele55498.2022.9801073","pdf_url":null,"source":{"id":"https://openalex.org/S7407087953","display_name":"International Conference on Technology Enhanced Learning in Higher Education (TELE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 2nd International Conference on Technology Enhanced Learning in Higher Education (TELE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W145752646","https://openalex.org/W3035631022","https://openalex.org/W4225000460"],"related_works":["https://openalex.org/W4403428997","https://openalex.org/W6976866651","https://openalex.org/W4317745658","https://openalex.org/W2811426160","https://openalex.org/W2793817610","https://openalex.org/W7220392461","https://openalex.org/W2556801946","https://openalex.org/W3104158591","https://openalex.org/W4250466958","https://openalex.org/W7133426612"],"abstract_inverted_index":{"One":[0,22],"of":[1,4,23,32,35,41,48,51,96,103,139,155],"the":[2,11,30,39,42,46,69,94,121,137],"tasks":[3],"today\u2019s":[5],"school":[6,70,143],"education":[7,36],"is":[8,26],"to":[9,37,55,68,81,89,100,119,141,152],"modernize":[10],"educational":[12,43,56],"process":[13],"by":[14],"introducing":[15],"teaching":[16],"methods":[17,25],"that":[18,28],"increase":[19,38,82],"its":[20],"attractiveness.":[21],"these":[24],"gamification,":[27],"is,":[29],"use":[31],"game":[33],"forms":[34],"effectiveness":[40],"process.":[44],"On":[45],"basis":[47],"a":[49,75,87,91,116],"lot":[50],"data":[52],"about":[53],"attitude":[54,67],"subjects":[57,97,144],"and":[58,72,98,147,150],"interest":[59],"in":[60,109],"computer":[61,104,156],"games,":[62,105],"we":[63,107],"have":[64],"determined":[65],"how":[66],"subject":[71],"passion":[73],"for":[74,126],"particular":[76],"games":[77],"genre":[78],"are":[79],"connected":[80],"raining":[83],"efficiency.":[84],"We":[85],"created":[86],"questionnaire":[88],"conduct":[90],"survey":[92],"on":[93,145],"preferences":[95,140],"attitudes":[99,151],"different":[101,142,153],"genres":[102,154],"which":[106],"posted":[108],"Google":[110],"Docs,":[111],"as":[112,114],"well":[113],"prepared":[115],"QR":[117],"code":[118],"access":[120],"questionnaire;":[122],"collected":[123],"descriptive":[124],"statistics":[125],"completed":[127],"questionnaires;":[128],"built":[129],"decision":[130],"trees":[131],"using":[132],"R":[133],"language":[134],"functions,":[135],"showing":[136],"dependence":[138],"gender":[146],"age":[148],"characteristics":[149],"games.":[157]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-06-25T00:00:00"}